Simpsons Paradox using Shiny

For more details on the Simpsons Paradox, please check the link below https://sananand007.shinyapps.io/simpsonsparadox/ .

• Github Location for The app.R

https://github.com/sananand007/Simpsons_Paradox_usingshiny/tree/gh-pages/SimpsonsParadox

Every Simpson's paradox involves at least three variables:

• the explained
• the observed explanatory
• the lurking explanatory If the effect of the observed explanatory variable on the explained variable changes directions when you account for the lurking explanatory variable, you've got a Simpson's Paradox.
• The Simpson's Paradox is an idea that can explain and find faults in a number of data analysis by proper pooling of the data which can challenge reproducibility
  

For more details on the shiny app, please check the link below https://sananand007.shinyapps.io/simpsonsparadox/ .

• It shows the widgets being used to develop the Shiny app that is later shown as a Picture
• It also shows reactivity of graphs through the use of variable bar Plots
• It also shows how we can implement a rough version of Simpson's Paradox basic idea using a simple way

$Admit
[1] "Admitted" "Rejected"

$Gender
[1] "Male"   "Female"

$Dept
[1] "A" "B" "C" "D" "E" "F"

  Decision Gender Category Count
1 Admitted   Male     Easy   865
2 Rejected   Male     Easy   520
3 Admitted Female     Easy   106
4 Rejected Female     Easy    27
5 Admitted   Male     Hard   333
6 Rejected   Male     Hard   973
7 Admitted Female     Hard   451
8 Rejected Female     Hard  1251